It depends. Though water consumption by data centers pales in comparison to that of some other industries, it's a problem in water-stressed regions. Water-saving cooling technologies could help.
Source: [Live Science](https://www.livescience.com/planet-earth/artificial-intelligence/ais-water-use-is-a-problem-but-shifting-from-electricity-to-solar-or-wind-power-could-help)